EAN: 9781447142157

9781447142157 - SpringerBriefs in Computer Science   Robust Motion Detection in Real-Life Scenarios - Ester Martínez-Martín Ángel P del Pobil Kartoniert (TB)
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This work proposes a complete sensor-independent visual system that provides robust target motion detection. First the way sensors obtain images in terms of resolution distribution and pixel neighbourhood is studied. This allows a spatial analysis of motion to be carried out. Then a novel background maintenance approach for robust target motion detection is implemented. Two different situations are considered: a fixed camera observing a constant background where objects are moving and a still camera observing objects in movement within a dynamic background. This distinction lies on developing a surveillance mechanism without the constraint of observing a scene free of foreground elements for several seconds when a reliable initial background model is obtained as that situation cannot be guaranteed when a robotic system works in an unknown environment. Other problems are also addressed to successfully deal with changes in illumination and the distinction between foreground and background elements.
Produktinformationen zuletzt aktualisiert am
19.03.2025 um 09:37 Uhr


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